2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2022
How to Train Unstable Looped Tensor Network
Anh-Huy Phan, Konstantin Sobolev, Dmitry Ermilov +4
A rising problem in the compression of Deep Neural Networks is how to reduce the number of parameters in convolutional kernels and the complexity of these layers by low-rank tensor…
cs.CV2020★ 2 cited
Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network
Anh-Huy Phan, Konstantin Sobolev, Konstantin Sozykin +6
Most state of the art deep neural networks are overparameterized and exhibit a high computational cost. A straightforward approach to this problem is to replace convolutional kerne…